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iBreakDown 2.1.2

  • force matrix class for cumulative contributions in the calculate_contributions_along_path to prevent iBreakDown breaking for multiclass classification models that return data.frame of probabilities instead of a matrix.

iBreakDown 2.1.1

  • consistent theme settings with #541

iBreakDown 2.1

  • ensure the path (variable sequence) within each B is unique (not oversampled) #98

iBreakDown 2.0.2

  • fixed factor variabe values formatting when new_observation is of class tbl #96

iBreakDown 2.0.1

  • add reload argument to plotD3, which by default is FALSE (behavior unchanged); TRUE reloads the plot on resize #89
  • fixes explanations when data has one column #93

iBreakDown 1.3.1

  • fix issue with text coliding with rectangle #85

iBreakDown 1.2.1

  • fix the intercept bar color when baseline is used (now it's blue)
  • add max_vars alias to the plots (unification)

iBreakDown 1.2.0

  • fix shap sign column #82
  • DALEX is moved to Suggests as in #84

iBreakDown 1.1.1

  • doc fix for CRAN

iBreakDown 1.1.0

  • plot and plotD3 work now #77
  • fix xgboost variable values in break_down_uncertainty() #76
  • depend on R v3.5 to comply with DALEX
  • plot has now title and subtitle arguments #67

iBreakDown 1.0

  • Argument vnames added to plot.break_down to change freely labels
  • change cummulative to cumulative #72
  • add max_features to plot.break_down_uncertainty()

iBreakDown 0.9.9

  • Description of break_down explainer added
  • Description of break_down_uncertainty explainer added
  • plotD3 for shap added
  • chose first row when passing more than one new_observation

iBreakDown 0.9.8

  • New version of D3 plots in plotD3().
  • Updated color palettes consistent with changes in DALEX 0.4.4

iBreakDown 0.9.6

  • Function local_attributions_uncertainty() now supports path = "average" argument and plots shapley values (#29).
  • Function local_attributions_uncertainty() is renamed to break_down_uncertainty().
  • Function shap() is an alias for break_down_uncertainty().
  • binder is removed as it was not used.

iBreakDown 0.9.5

  • methodology behind iBreakDown is described on arXiv and linked in the CITATION

iBreakDown 0.9.4

  • code refactoring
  • added local_attributions_uncertainty() function that measures uncertanity behind additive attributions

iBreakDown 0.9.3

  • breakDown2 has changed name to iBreakDown

iBreakDown 0.9.2

  • in the local_attributions() function user can force order in which variables shall be presented

iBreakDown 0.9.1

  • added plotD3() function, that uses r2d3 package to generate interactive D3 plots

iBreakDown 0.9.0

  • Greedy strategies with time complexity O(p^2) are removed.
  • iBreakDown is forked from breakDown version 0.2.0